ML algorithms implemented and derived from first-principles in Jupyter Notebooks and NumPy
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Sep 7, 2025 - TeX
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NumPy
NumPy is an open source library for the Python programming language, adding support for large, multidimensional arrays, and matrices, along with a large collection of high-level mathematical functions to operate on these arrays.
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Bootcamp to learn Python for Machine Learning
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Feb 19, 2025 - TeX
This repository hosts the source code for the website tidy-finance.org
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Sep 9, 2025 - TeX
Deep Reinforcement Learning in Autonomous Driving: the A3C algorithm used to make a car learn to drive in TORCS; Python 3.5, Tensorflow, tensorboard, numpy, gym-torcs, ubuntu, latex
python multi-threading deep-neural-networks latex reinforcement-learning deep-learning asynchronous tensorflow numpy deep-reinforcement-learning multithreading python-3-5 torcs reinforcement-learning-algorithms tensorboard a3c autonomous-driving actor-critic advantage-actor-critic gym-torcs
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Dec 10, 2017 - TeX
comparative evaluation of incremental machine learning methods
neural-network tensorflow numpy python3 neural-networks tensorflow-framework colloquium ewc continuous-learning deep-neural-network continual-learning elastic-weight-consolidation overcoming-catastrophic-forgetting fisher-information-matrix incremental-machine-learning
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Apr 7, 2022 - TeX
Course webpage for EE521 Digital Signal Processors Lab 2021 IIT Guwahati
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Aug 27, 2021 - TeX
تعمّق في التعلّم العميق: كتاب تفاعلي حول التعلّم العميق يدمج الرياضيات و الأكواد و المناقشات ليوفر تجربةَ تعلُّمٍ متكامِلَة.
python data-science machine-learning natural-language-processing computer-vision deep-learning book notebook numpy kaggle arabic
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Jan 3, 2021 - TeX
Python script that simulates bone formation in a tissue culture well. The simulation is based on a cellular automaton model, where each cell represents a site in the tissue culture well. The model takes into account the mechanical tension in the tissue culture well, as well as the influence of neighboring cells on each other.
python research simulation numpy modeling cellular-automata matplotlib bone bone-remodeling bone-formation
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May 23, 2023 - TeX
Seminar project at FER led by Assistant Professor Marko Čupić
python latex paper numpy genetic-algorithm python3 approximation evolutionary-algorithms matplotlib sympy seminar function-approximation deap
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Jun 12, 2020 - TeX
Estimating various properties of globular clusters from astrophotometric data
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Jan 13, 2021 - TeX
Análisis y estudio de mejora sobre el algoritmo "The Whale Optimization Algorithm"
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Dec 12, 2018 - TeX
Emergent Locality from Informational Graph Dynamics: A Constructive Model of Quantum-like Behavior
python latex simulation numpy open-science graph-theory matplotlib dynamical-systems arxiv complex-systems theoretical-physics self-organization emergent-behavior quantum-physics su2 network-models quantum-foundations su3 nonlocality informational-physics
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Jun 17, 2025 - TeX
🔥 Solving the heat equation on square plate with finite element method in Python.
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Aug 28, 2016 - TeX
Simple implementations of Genetic Algorithm on Traveling Salesman Problem
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Sep 26, 2018 - TeX
Study on the effects of stroke radius on semi-automatic image segmentation
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Apr 6, 2017 - TeX
Parallel Models for the Social Spider Optimization Algorithm and the Clustering Problem
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Feb 12, 2023 - TeX
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